BPRMeth

DOI: 10.18129/B9.bioc.BPRMeth    

Model higher-order methylation profiles

Bioconductor version: Release (3.14)

The BPRMeth package is a probabilistic method to quantify explicit features of methylation profiles, in a way that would make it easier to formally use such profiles in downstream modelling efforts, such as predicting gene expression levels or clustering genomic regions or cells according to their methylation profiles.

Author: Chantriolnt-Andreas Kapourani [aut, cre]

Maintainer: Chantriolnt-Andreas Kapourani <kapouranis.andreas at gmail.com>

Citation (from within R, enter citation("BPRMeth")):

Installation

To install this package, start R (version "4.1") and enter:

if (!require("BiocManager", quietly = TRUE))
    install.packages("BiocManager")

BiocManager::install("BPRMeth")

For older versions of R, please refer to the appropriate Bioconductor release.

Documentation

To view documentation for the version of this package installed in your system, start R and enter:

browseVignettes("BPRMeth")

 

HTML R Script BPRMeth: Model higher-order methylation profiles
PDF   Reference Manual
Text   NEWS
Text   LICENSE

Details

biocViews Bayesian, Clustering, Coverage, DNAMethylation, Epigenetics, FeatureExtraction, GeneExpression, GeneRegulation, Genetics, ImmunoOncology, KEGG, RNASeq, Regression, Sequencing, SingleCell, Software
Version 1.20.0
In Bioconductor since BioC 3.4 (R-3.3) (5.5 years)
License GPL-3 | file LICENSE
Depends R (>= 3.5.0), GenomicRanges
Imports assertthat, methods, MASS, doParallel, parallel, e1071, earth, foreach, randomForest, stats, IRanges, S4Vectors, data.table, graphics, truncnorm, mvtnorm, Rcpp (>= 0.12.14), matrixcalc, magrittr, kernlab, ggplot2, cowplot, BiocStyle
LinkingTo Rcpp, RcppArmadillo
Suggests testthat, knitr, rmarkdown
SystemRequirements
Enhances
URL
Depends On Me Melissa
Imports Me
Suggests Me
Links To Me
Build Report  

Package Archives

Follow Installation instructions to use this package in your R session.

Source Package BPRMeth_1.20.0.tar.gz
Windows Binary BPRMeth_1.20.0.zip (32- & 64-bit)
macOS 10.13 (High Sierra) BPRMeth_1.20.0.tgz
Source Repository git clone https://git.bioconductor.org/packages/BPRMeth
Source Repository (Developer Access) git clone git@git.bioconductor.org:packages/BPRMeth
Package Short Url https://bioconductor.org/packages/BPRMeth/
Package Downloads Report Download Stats
Old Source Packages for BioC 3.14 Source Archive

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